TrackhiveWe used AI & ML to build a robust shipment tracking system
Mobile App Planning and Development
Data quality and Collection:Training an AI requires an extensive data set so that it can accurately and intelligently take understand the patterns and predict situations. The team had to first compare the data models and listed the types and categories of data available. It is very important to know the type of data you have available at hand and what data is actually required for analysis.
Data Labelling and categorization:Most of the systems that utilize machine learning have to be trained by specifically labelling the available data. Choosing the perfect approach for data labelling is an integral challenge to AI and ML. Choosing the wrong approach could drastically increase the cost of labelling, and also the time is taken to analyse the data.
Explainability:AI & ML are used to reach conclusions that would rather take a lot of human time and effort. It is important that users of the data can easily figure out how the effort was made and what could be done to improve the decision making progress. Decisions themselves are often now enough. It is also a requirement of the user to know how the decision was reached.
Case Specific Learning:While most intelligent systems simply rely on the patterns, it is also important that the system understands case-specific requirements. The transfer of learning should happen just like humans do through interaction. It was important to find other AI systems that have similar models and operate in a similar fashion so that better decisions can be reached using co-learning.
Building the App
Deep understanding of Data accumulation:Our team worked throughout the project, starting with a deep understanding of what type of data was required. For example, data was collected from multiple channels, like shipment tracking bots, courier services, GPS location of the vehicle, roadblocks, delays due to weather conditions and much more to reach a conclusive required data set.
Systematic Data Labeling:The team was clear about cost reduction and progress tracking, which is why, the complete labeling system was developed in house and each and every aspect of data labeling that can be useful for the system to understand and predict was studied and analyzed, because of which the accuracy of labeled data was increased, and the process remained in total control of our clients, without the possibility of data manipulation or security.
Case Specific Learning:Since our AI and ML was deeply integrated with over 500+ retail systems, it anonymously learns from the shipping details provided by them and predicts their shipping speed and lags to understand the tracking. This can help the customer get the almost perfect data on when their shipment can be tracked and how long it would take, accurately and precisely.
My name is Chris Palalas, President at Swipe my ride, we facilitate a short-term four to fifteen-month automotive lease between our dealer partners and the consumer. With the OpenXcell team, we created a technologically advanced landing page, iOS, and Android app, where the consumer can complete the entire process from…Read More
Chris Palalas & Annette PalalasSwipe my ride
I would like to thank the OpenXcell team for their professional work, development, and maintenance. We are proud of working with OpenXcell. We have a long-term relationship working with them. They have a very professional team and support. We fell glad working with the team of OpenXcell.Read More
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Even if the team of OpenXcell is at their homes, they answer you. So I think their communication is very excellent. Also, their quality is great. The developers of OpenXcell are amazing with their work. I believe that they deserve their good reputation. According to the experience I had with…Read More
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Our project with OpenXcell was to develop an app for the hospitality and restaurant industry. For us, the project has been done with good quality. All of our expectations have been fulfilled. The majority of the time, the developing team of OpenXcell tried to drive me to the correct direction…Read More
Jordan CoretteTip Up
We have worked with OpenXcell for our mobile application development project. We want to thank OpenXcell for their work. They have a very flexible and professional team. They don’t just do whatever we told them to do, but they always try to support us with new ideas and recommendations, not…Read More
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I would like to thank the OpenXcell team for their tremendous work in developing the platform. They have been phenomenal partners when it comes to bug fixing, adding additional features, etc. The team at OpenXcell has worked tirelessly to meet my expectations, and I look forward to continuing that working…Read More
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OpenXcell is the company behind developing the D'Appy Deals App. The team of OpenXcell has done a fantastic job with the app. I am very happy with their work. Anybody who is looking for any digital platform for their business, I highly recommend OpenXcell to you. They have an excellent…Read More
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